IP Library Granted Patent US 9,236,044
Granted Patent B2
US 9,236,044 · App. 14/335,302 · Granted Jan 12, 2016

Recording concatenation costs of most common acoustic unit sequential pairs to a concatenation cost database for speech synthesis

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Quick Facts
Patent No.
US 9,236,044
App. No.
14/335,302
Granted
Jan 12, 2016
Kind
B2
Abstract

A speech synthesis system can record concatenation costs of most common acoustic unit sequential pairs to a concatenation cost database for speech synthesis by synthesizing speech from a text, identifying a most common acoustic unit sequential pair in the speech, assigning a concatenation cost to the most common acoustic sequential pair, and recording the concatenation cost of the most common acoustic sequential pair to a concatenation cost database.

Claims (34)

1. A method comprising:

synthesizing speech from a text;

identifying a most common acoustic unit sequential pair in the speech;

assigning a concatenation cost to the most common acoustic sequential pair; and

recording the concatenation cost of the most common acoustic sequential pair to a concatenation cost database.

2. The method of claim 1 , wherein the most common acoustic unit sequential pair does not have a cost recorded in the concatenation cost database prior to the recording.

3. The method of claim 1 , further comprising synthesizing the speech using the concatenation cost.

4. The method of claim 1 , wherein the concatenation cost database contains a portion of all possible concatenation costs associated with a list of acoustic units.

5. The method of claim 1 , wherein assigning the concatenation cost further comprises deriving an actual concatenation cost.

6. The method of claim 1 , wherein the concatenation cost comprises a weighted sum of subcosts across phones.

7. The method of claim 1 , wherein the concatenation cost database stores acoustic units in linear predictive coding parameters.

8. A system comprising:

a processor; and

a computer-readable storage medium having instructions stored which, when executed by the processor, cause the processor to perform operations comprising:

synthesizing speech from a text;

identifying a most common acoustic unit sequential pair in the speech;

assigning a concatenation cost to the most common acoustic sequential pair; and

recording the concatenation cost of the most common acoustic sequential pair to a concatenation cost database.

9. The system of claim 8 , wherein the most common acoustic unit sequential pair does not have a cost recorded in the concatenation cost database prior to the recording.

10. The system of claim 8 , the computer-readable storage medium having additional instructions stored which result in operations comprising synthesizing the speech using the concatenation cost.

11. The system of claim 8 , wherein the concatenation cost database contains a portion of all possible concatenation costs associated with a list of acoustic units.

12. The system of claim 8 , wherein assigning the concatenation cost further comprises deriving an actual concatenation cost.

13. The system of claim 8 , wherein the concatenation cost comprises a weighted sum of subcosts across phones.

14. The system of claim 8 , wherein the concatenation cost database stores acoustic units in linear predictive coding parameters.

15. A non-transitory computer-readable storage device having instructions stored which, when executed by a computing device, cause the computing device to perform operations comprising:

synthesizing speech from a text;

identifying a most common acoustic unit sequential pair in the speech;

assigning a concatenation cost to the most common acoustic sequential pair; and

recording the concatenation cost of the most common acoustic sequential pair to a concatenation cost database.

16. The non-transitory computer-readable storage device of claim 15 , wherein the most common acoustic unit sequential pair does not have a cost recorded in the concatenation cost database prior to the recording.

17. The non-transitory computer-readable storage device of claim 15 , having additional instructions stored which result in operations comprising synthesizing the speech using the concatenation cost.

18. The non-transitory computer-readable storage device of claim 15 , wherein the concatenation cost database contains a portion of all possible concatenation costs associated with a list of acoustic units.

19. The non-transitory computer-readable storage device of claim 15 , wherein assigning the concatenation cost further comprises deriving an actual concatenation cost.

20. The non-transitory computer-readable storage device of claim 15 , wherein the concatenation cost comprises a weighted sum of subcosts across phones.

Assignments (8)
RELEASE (REEL 052935 / FRAME 0584) Recorded Jan 2, 2025
From: WELLS FARGO BANK, NATIONAL ASSOCIATION
To: CERENCE OPERATING COMPANY
Reel/Frame 069797/0818 →
CORRECTIVE ASSIGNMENT TO CORRECT THE REPLACE THE CONVEYANCE DOCUMENT WITH THE NEW ASSIGNMENT PREVIOUSLY RECORDED AT REEL: 050836 FRAME: 0191. ASSIGNOR(S) HEREBY CONFIRMS THE ASSIGNMENT. Recorded Apr 19, 2022
From: NUANCE COMMUNICATIONS, INC.
To: CERENCE OPERATING COMPANY
Reel/Frame 059804/0186 →
SECURITY AGREEMENT Recorded Jun 15, 2020
From: CERENCE OPERATING COMPANY
To: WELLS FARGO BANK, N.A.
Reel/Frame 052935/0584 →
RELEASE OF SECURITY INTEREST Recorded Jun 12, 2020
From: BARCLAYS BANK PLC
To: CERENCE OPERATING COMPANY
Reel/Frame 052927/0335 →
SECURITY AGREEMENT Recorded Nov 7, 2019
From: CERENCE OPERATING COMPANY
To: BARCLAYS BANK PLC
Reel/Frame 050953/0133 →
CORRECTIVE ASSIGNMENT TO CORRECT THE ASSIGNEE NAME PREVIOUSLY RECORDED AT REEL: 050836 FRAME: 0191. ASSIGNOR(S) HEREBY CONFIRMS THE INTELLECTUAL PROPERTY AGREEMENT. Recorded Oct 29, 2019
From: NUANCE COMMUNICATIONS, INC.
To: CERENCE OPERATING COMPANY
Reel/Frame 050871/0001 →
INTELLECTUAL PROPERTY AGREEMENT Recorded Oct 23, 2019
From: NUANCE COMMUNICATIONS, INC.
To: CERENCE INC.
Reel/Frame 050836/0191 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 26, 2017
From: AT&T INTELLECTUAL PROPERTY II, L.P.
To: NUANCE COMMUNICATIONS, INC.
Reel/Frame 041498/0316 →